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meta-llama /llama-cookbook

Star18.1k

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

python machine-learning ai pytorch llama finetuning llm langchain vllm llama2

UpdatedNov 3, 2025
Jupyter Notebook

linkedin /Liger-Kernel

Star6k

Efficient Triton Kernels for LLM Training

triton llama hacktoberfest mistral finetuning llms llm-training llama3 phi3 gemma2 triton-kernels

UpdatedDec 17, 2025
Python

h2oai /h2o-llmstudio

Star4.8k

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation:https://docs.h2o.ai/h2o-llmstudio/

ai chatbot llama gpt generative fedramp fine-tuning finetuning llm generative-ai chatgpt llm-training llama2

UpdatedDec 16, 2025
Python

microsoft /FLAML

Star4.3k

A fast library for AutoML and tuning. Join our Discord:https://discord.gg/Cppx2vSPVP.

python data-science machine-learning natural-language-processing deep-learning random-forest scikit-learn jupyter-notebook tabular-data regression tuning hyperparameter-optimization classification natural-language-generation automl automated-machine-learning finetuning timeseries-forecasting hyperparam

UpdatedOct 9, 2025
Jupyter Notebook

LazyAGI /LazyLLM

Star3.6k

Easiest and laziest way for building multi-agent LLMs applications.

data framework deep-learning documentation-tool agents finetuning rag knowlege-graph ai-agent llm llms langchain llamaindex lazyllm

UpdatedDec 18, 2025
Python

Dataherald /dataherald

Star3.6k

Interact with your SQL database, Natural Language to SQL using LLMs

sql database ai finetuning text-to-sql rag llm nl-to-sql

UpdatedJul 24, 2024
Python

eosphoros-ai /Awesome-Text2SQL

Star3.4k

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

nlp awesome ai deep-learning test survey hacktoberfest finetuning text-to-sql nl2sql text2sql datset llm hacktoberfest2024 text2dsl nl-to-sql text2api

UpdatedSep 22, 2025

learnables /learn2learn

Star2.9k

A PyTorch Library for Meta-learning Research

pytorch maml meta-learning few-shot finetuning meta-rl metalearning learning2learn learn2learn meta-descent meta-optimization

UpdatedDec 16, 2025
Python

stochasticai /xTuring

Star2.7k

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community:https://discord.gg/TgHXuSJEk6

adapter deep-learning llama lora quantization language-model mistral fine-tuning peft finetuning mixed-precision gpt-2 gpt-j llm generative-ai gen-ai

UpdatedDec 2, 2025
Python

SocialAI-tianji /Tianji

Star1.6k

制作懂人情世故的大语言模型 | 涵盖提示词工程、RAG、Agent、LLM微调教程

prompt gpt finetuning rag llm qwen

UpdatedApr 29, 2025
Python

adithya-s-k /AI-Engineering.academy

Sponsor

Star1.6k

Mastering Applied AI, One Concept at a Time

python inference quantization fine-tuning finetuning large-language-models llm finetuning-llms

UpdatedNov 27, 2025
Jupyter Notebook

jina-ai /finetuner

Star1.5k

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

metric-learning transfer-learning pretrained-models bert triplet-loss siamese-network fine-tuning finetuning few-shot-learning negative-sampling similarity-learning neural-search jina openai-clip

UpdatedMar 11, 2024
Python

data-prep-kit /data-prep-kit

Star867

Open source project for data preparation for GenAI applications

python data spark malware code-quality data-preprocessing ray data-preparation deduplication data-prep finetuning data-preprocessing-pipelines datacuration large-language-models llm llmapps large-scale-data-processing datarecipes

UpdatedDec 12, 2025
HTML

georgian-io /LLM-Finetuning-Toolkit

Star865

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

nlp unit-testing falcon classification summarization lora nlp-machine-learning zephyr fine-tuning finetuning ablation-study large-language-models flan-t5 redpajama qlora llm-test llama2 mistral-7b

UpdatedOct 25, 2024
Python

xing61 /zzz-api

Star865

优质稳定的OpenAI、Gemini、Claude等的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持Anthropic claude的官方接口形式，支持Google gemini的官方接口形式，支持：gpt-5，sora。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！智增增

google proxy prompt gemini openai china gpt claude finetune finetuning xai openai-api gpt4 chatgpt anthropic openai-proxy gpt5